{"id":"W1598980374","doi":"10.5772/31959","title":"Risk Factors of Postnatal Depression Among Immigrants in Norway","year":2012,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Depression (economics); Psychology; Medicine; History; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001785564,0.00007925079,0.0001283971,0.0002794157,0.0003146752,0.0003602183,0.0001752645,0.0001801302,0.001538835],"category_scores_gemma":[0.0004282285,0.00009977911,0.0001602497,0.0004118387,0.0001182266,0.000115198,0.0002712167,0.0002318692,0.000176223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005829939,"about_ca_system_score_gemma":0.0007546545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1048543,"about_ca_topic_score_gemma":0.1255908,"domain_scores_codex":[0.9999226,0.00001471657,0.00001191427,0.00001102632,0.00002205227,0.00001759855],"domain_scores_gemma":[0.9999332,0.00001117869,0.00002205016,0.000001774198,0.00001003347,0.00002171975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007700005,0.000083869,0.9734973,0.00008028791,0.00002447165,0.001946342,0.002506395,0.00005337164,0.000364682,0.0002182353,0.003152539,0.01799547],"study_design_scores_gemma":[0.000005673833,0.00005821736,0.99235,0.0001994107,0.00001823407,0.0009954702,0.003270749,0.0000817599,0.00003139336,0.00005645424,0.002926125,0.000006472223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989169,0.004650584,0.00004139588,0.0005094498,0.0001100541,0.00001403095,0.0006638359,0.000004261202,0.004837329],"genre_scores_gemma":[0.9906284,0.005399872,0.0001398428,0.0001804072,0.00002400862,0.00002162872,0.0004850909,0.000004131181,0.003116611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1048543,"threshold_uncertainty_score":0.2084879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01955526447465816,"score_gpt":0.2735318516315584,"score_spread":0.2539765871569002,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}